[Feat] [Py] Refactor Python binding

[haochengxia]

In order to substantially improve the maintainability, we make a huge refactor inspired by the project taichi,

• Bind analyzer
• Simplify the registration of different replacement algorithms

TODO:

• Connect S3
• Add tests
• Update documentations
• Only preserve reader_protocol and mark it should be removed once we have streaming synthetic reader at c++ side

[Copilot]

Pull Request Overview

This pull request refactors the Python bindings for libCacheSim to simplify the registration of different replacement algorithms and add analyzer bindings. The refactoring replaces the monolithic C++ binding file with a modular approach organized across multiple files, each handling specific functionality areas.

• Splits the large pylibcachesim.cpp into specialized modules for better maintainability
• Introduces new Python wrapper classes that provide a unified interface for cache algorithms
• Adds analyzer bindings to enable trace analysis functionality

Reviewed Changes

Copilot reviewed 30 out of 31 changed files in this pull request and generated 4 comments.

Show a summary per file

File	Description
scripts/install_python_dev.sh	Updates pip command to use python -m pip for better compatibility
libCacheSim-python/src/pylibcachesim.cpp	Removes the entire monolithic C++ binding implementation
libCacheSim-python/src/export_*.cpp	New modular C++ export files for cache, reader, analyzer, and misc functionality
libCacheSim-python/libcachesim/*.py	New Python wrapper modules providing clean interfaces
libCacheSim-python/tests/*	Removes existing test files (likely to be replaced)

Comments suppressed due to low confidence (2)

libCacheSim-python/libcachesim/cache.py:354

• [nitpick] The function name 'nop_method' is unclear. Consider renaming to 'default_hook' or 'no_op_hook' to better indicate its purpose as a default hook function.

def nop_method(*args, **kwargs):

libCacheSim-python/src/export.cpp:17

• [nitpick] The module name 'libcachesim_python' contains an underscore which may not follow Python naming conventions. Consider using 'libcachesim' or 'libcachesim_py' for consistency.

PYBIND11_MODULE(libcachesim_python, m) {